README.md

Urban Rainwater Tank and Roof Sprinkling

Repo for implementation of urban rainwater tank and roof sprinkling on CLMU

CLM - tag: release-clm5.0.37-1-ge7285f6ca

Step 0: data preparation and evaluation

task	code	note
forcing preview	0_forcing_plot.ipynb	Fig S2
urban surface data	1_surface_data.ipynb
Run pyclmuapp for evaluation	2_get_simulation_for_eval.ipynb
Plots of pyclmuapp evaluation	3_pyclmuapp_eval.ipynb	Fig S3,Fig S4, Fig S5, Fig S6

Step 1: sampling, modeling, and optimization

task	code	note
sampling	script.sh	bash script.sh
sampling processing	0_data_processing.ipynb
modeling	1_cv_surrogate.ipynb
modeling analysis	2_shap.ipynb	Fig 2,Fig S7, Fig S8
optimization analysis	3_moo.ipynb	Fig 3, Fig S9
impact analysis	4_climate_effect_extreme.ipynb	Fig 4
impact analysis	4_climate_effect.ipynb	Fig 5, Fig S10, Fig S1
background climate impact	5_background_climate.ipynb	Fig 6

Others

code/dat	description	note
data/_surfdata_1x1_JP-Yoy_detailed_simyr2000_c230710.nc	raw surface data for pyclmuapp
data/surfdata_1x1_JP-Yoy_detailed_simyr2000_c230710.nc	generate by 1_surface_data.ipynb
data/CTSM_DATM_JP-Yoy_2006-2020.nc	forcing data for pyclmuapp
data/JP-Yoyogi_clean_observations_v1.nc	Urban-PLUMBER2 observations for evaluation
src_water_tank/src	source code for implementation of urban rainwater tank and roof sprinkling
src_water_tank/usp_irr.sh	modified code for pyclmuapp
src_water_tank/script.py	script for LHS sampling	It will take a lot of times and spaces to run the simulations
src_water_tank/surrogate.py	Utility for surrogate modeling
src_water_tank/moo.py	Utility for optimization
src_water_tank/water_tank_exps.csv	data generated by 0_data_processing.ipynb
src_water_tank/water_tank_exps.csv	data generated by 1_cv_surrogate.ipynb

How to ask for help

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The GitHub issue tracker is the primary place for bug reports.